diff --git a/.gitignore b/.gitignore
index ccd23de..8db4e87 100644
--- a/.gitignore
+++ b/.gitignore
@@ -4,3 +4,4 @@
 .Ruserdata
 .~lock*
 README.html
+fccULSloader/*
\ No newline at end of file
diff --git a/bin/fcc-query.R b/bin/fcc-query.R
new file mode 100644
index 0000000..fcd6486
--- /dev/null
+++ b/bin/fcc-query.R
@@ -0,0 +1,34 @@
+# Assumes you have https://github.com/tirandagan/fccULSloader installed and 
+# updated somewhere
+
+library(dbplyr)
+library(RSQLite)
+library(dplyr)
+library(tidyr)
+library(janitor)
+library(USAboundaries)
+
+con <- dbConnect(SQLite(), "fccULSloader/src/data/fcc_data.db")
+
+am <- tbl(con, "AM")
+en <- tbl(con, "EN")
+
+a <- dbGetQuery(con, "SELECT COUNT(*) FROM EN LEFT JOIN HD ON 
+                    EN.unique_system_identifier = HD.unique_system_identifier 
+                    WHERE license_status = 'A';") #%>% 
+#janitor::clean_names() %>%
+#head(2)
+#filter(status_code == "A") %>%
+#summarize(count = n()) #%>%
+#collect()
+
+print(a)
+
+b <- dbGetQuery(con, "SELECT UPPER(state), COUNT(*) FROM EN LEFT JOIN HD ON 
+                    EN.unique_system_identifier = HD.unique_system_identifier 
+                    WHERE license_status = 'A'
+                    GROUP BY UPPER(state);") %>%
+    left_join(state_codes %>% filter(state_abbr != ""), 
+              by = c("UPPER(state)" = "state_abbr"))
+
+print(b)
diff --git a/data/arrl membership over time.csv b/data/arrl membership over time.csv
index b600a0b..b073b7b 100644
--- a/data/arrl membership over time.csv	
+++ b/data/arrl membership over time.csv	
@@ -21,3 +21,5 @@ Date,Members,source_name,source_detail
 2004-12-31,151727,ARRL Annual Report,2004 https://www.arrl.org/files/file/About%20ARRL/Annual-Reportm%202004.pdf
 2003-12-31,154545,ARRL Annual Report,2003 https://www.arrl.org/files/file/About%20ARRL/Annual%20Reports/2003%20Annual%20Report.pdf
 1993-12-31,170000,W5YI Report,FCC numbers in W5YI Report 1994-04-01 p. 4
+2023-12-31,149501,ARRL Annual Report,https://www.arrl.org/files/file/About%20ARRL/Annual%20Reports/2023%20ARRL%20Annual%20Report.pdf
+2024-12-31,137114,ARRL Annual Report,https://www.arrl.org/files/file/About%20ARRL/Annual%20Reports/2024%20ARRL%20Annual%20Report.pdf
diff --git a/plots/actions-over-time-2-years.png b/plots/actions-over-time-2-years.png
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diff --git a/plots/arrl-over-time.png b/plots/arrl-over-time.png
index 01399cc..9b88ee8 100644
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diff --git a/plots/cities-over-time.png b/plots/cities-over-time.png
index 6d225c1..8ebd967 100644
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diff --git a/plots/class-over-time-2-years.png b/plots/class-over-time-2-years.png
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diff --git a/plots/total-over-time-2-months.png b/plots/total-over-time-2-months.png
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diff --git a/plots/total-over-time-2-years.png b/plots/total-over-time-2-years.png
index a34fe6c..50f6515 100644
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